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Model Performance

Metrics

Plots

Plots - Gains Table

Plots - Gains Table - Train

  Thresholds bucket_size true_positive false_positive true_negative false_negative targets_in_bucket percent_targets_captured lift
Bucket                  
10% 0.998360 1344 1344 0 1339 10758 1.000000 0.111056 1.110643
20% 0.997692 2688 2688 0 1339 9414 1.000000 0.222112 1.110643
30% 0.996407 4032 4032 0 1339 8070 1.000000 0.333168 1.110643
40% 0.994629 5376 5376 0 1339 6726 1.000000 0.444224 1.110643
50% 0.992404 6720 6720 0 1339 5382 1.000000 0.555280 1.110643
60% 0.988551 8064 8064 0 1339 4038 1.000000 0.666336 1.110643
70% 0.983001 9408 9408 0 1339 2694 1.000000 0.777392 1.110643
80% 0.971335 10752 10752 0 1339 1350 1.000000 0.888448 1.110643
90% 0.722427 12096 12064 32 1307 38 0.997354 0.996860 1.107705
100% 0.001309 13441 12102 1339 0 0 0.900379 1.000000 1.000000

Plots - Gains Table - Test

  Thresholds bucket_size true_positive false_positive true_negative false_negative targets_in_bucket percent_targets_captured lift
Bucket                  
10% 0.998360 381 381 0 304 3127 1.000000 0.108609 1.086659
20% 0.997774 762 762 0 304 2746 1.000000 0.217218 1.086659
30% 0.996378 1143 1143 0 304 2365 1.000000 0.325827 1.086659
40% 0.994621 1524 1524 0 304 1984 1.000000 0.434436 1.086659
50% 0.992651 1906 1906 0 304 1602 1.000000 0.543330 1.086659
60% 0.988930 2287 2287 0 304 1221 1.000000 0.651938 1.086659
70% 0.983368 2668 2668 0 304 840 1.000000 0.760547 1.086659
80% 0.973269 3049 3049 0 304 459 1.000000 0.869156 1.086659
90% 0.901240 3430 3430 0 304 78 1.000000 0.977765 1.086659
100% 0.001309 3812 3508 304 0 0 0.920252 1.000000 1.000000

Plots - Confusion Matrix

Plots - Gains Chart

Plots - Lift Chart

Plots - Roc Curve

Plots - Precision Recall

Plots - Threshold Curve

Model Interpretation

Error Analysis

Error Analysis - Residual Analysis

Error Analysis - Residual Analysis - Errorbucket Profiles

Error Analysis - Residual Analysis - Errorbucket Profiles - Decision Days

Error Analysis - Residual Analysis - Errorbucket Profiles - Categorical

Feature Importance - From Model